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工作相对价值单位能否衡量手术复杂性以用于手术结果的风险调整?

Does Work Relative Value Unit Measure Surgical Complexity for Risk Adjustment of Surgical Outcomes?

作者信息

Dyas Adam R, Meguid Robert A, Bronsert Michael R, Madsen Helen J, Colborn Kathryn L, Lambert-Kerzner Anne, Henderson William G

机构信息

Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado; Surgical Outcomes and Applied Research Program, University of Colorado School of Medicine, Aurora, Colorado.

Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado; Surgical Outcomes and Applied Research Program, University of Colorado School of Medicine, Aurora, Colorado; Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, Colorado.

出版信息

J Surg Res. 2023 Jul;287:176-185. doi: 10.1016/j.jss.2023.02.001. Epub 2023 Mar 17.

Abstract

INTRODUCTION

The purpose of this study was to determine whether the work relative value unit (workRVU) of a patient's operation can be useful as a measure of surgical complexity for the risk adjustment of surgical outcomes.

METHODS

We retrospectively analyzed the American College of Surgeon's National Surgical Quality Improvement Program database (2005-2018). We examined the associations of workRVU of the patient's primary operation with preoperative patient characteristics and associations with postoperative complications. We performed forward selection multiple logistic regression analysis to determine the predictive importance of workRVU. We then generated prediction models using patient characteristics with and without workRVU and compared c-indexes to assess workRVU's additive predictive value.

RESULTS

7,507,991 operations were included. Patients who were underweight, functionally dependent, transferred from an acute care hospital, had higher American Society of Anesthesiologists class or who had medical comorbidities had operations with higher workRVU (all P < 0.0001). The subspecialties with the highest workRVU were neurosurgery (mean = 22.2), thoracic surgery (mean = 21.1), and vascular surgery (mean = 18.8) (P < 0.0001). For all postoperative complications, mean workRVU was higher for patients with the complication than those without (all P < 0.0001). For eight of 12 postoperative complications, workRVU entered the logistic regression models as a predictor variable in the 1st to 4th steps. Addition of workRVU as a preoperative predictive variable improved the c-index of the prediction models.

CONCLUSIONS

WorkRVU was associated with sicker patients and patients experiencing postoperative complications and was an important predictor of postoperative complications. When added to a prediction model including patient characteristics, it only marginally improved prediction. This is possibly because workRVU is associated with patient characteristics.

摘要

引言

本研究的目的是确定患者手术的工作相对价值单位(workRVU)是否可用作手术复杂性的衡量指标,以对手术结果进行风险调整。

方法

我们回顾性分析了美国外科医师学会国家外科质量改进计划数据库(2005 - 2018年)。我们研究了患者初次手术的workRVU与术前患者特征的关联以及与术后并发症的关联。我们进行了向前选择多元逻辑回归分析,以确定workRVU的预测重要性。然后,我们使用有和没有workRVU的患者特征生成预测模型,并比较c指数以评估workRVU的附加预测价值。

结果

纳入了7,507,991例手术。体重过轻、功能依赖、从急性护理医院转入、美国麻醉医师协会分级较高或有内科合并症的患者,其手术的workRVU较高(所有P < 0.0001)。workRVU最高的亚专业是神经外科(平均 = 22.2)、胸外科(平均 = 21.1)和血管外科(平均 = 18.8)(P < 0.0001)。对于所有术后并发症,有并发症的患者的平均workRVU高于无并发症的患者(所有P < 0.0001)。对于12种术后并发症中的8种,workRVU在第1至4步作为预测变量进入逻辑回归模型。将workRVU作为术前预测变量添加可提高预测模型的c指数。

结论

WorkRVU与病情较重的患者以及术后出现并发症的患者相关,并且是术后并发症的重要预测指标。当添加到包含患者特征的预测模型中时,它仅略微改善了预测。这可能是因为workRVU与患者特征相关。

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